ALDH1A2 and hydrops fetalis: To explore the potential roles of the six potential diagnostic biomarkers, single-gene GSEA was performed ALDH1A2 was primarily associated with ‘cytokine-cytokine receptor interaction’ in HF and ‘ubiquitin-mediated proteolysis’ in BD (Figures 6A, 7A).